— Resources
Notes on AI automation, written plainly
Original explainers and implementation notes. We publish only material we can stand behind.
Prototype vs. production AI
Why a working demo and a production system are different engineering problems, and what closes the gap.
How to scope an automation project
The questions I ask in an Opportunity Audit, and why they matter before any build starts.
What an AI agent can safely do today
A practical look at bounded, monitored agent actions versus open-ended autonomy.
Reading the Cadence Ops build
Architecture notes from building a production operations platform end to end.
Questions, answered
Plain answers to what businesses actually ask us.